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MeanVC 2: Robust Low-Latency Streaming Zero-Shot Voice Conversion

arXiv:2606.09050v1 Announce Type: cross Abstract: Streaming zero-shot voice conversion (VC) has become increasingly popular due to its potential for real-time applications. The recently proposed MeanVC achieves lightweight streaming zero-shot VC, but it has several limitations: its chunk-wise autoregressive denoising doubles the effective training sequence length, conversion quality degrades under small-chunk settings, and its timbre encoder directly relies on reference mel-spectrograms,...

arXiv CS 1d ago